Triple
T3752206
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Springdale, Arkansas |
E81357
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object | Benton County, Arkansas |
E312248
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Benton County, Arkansas | Statement: [Springdale, Arkansas, county, Benton County, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benton County, Arkansas Context triple: [Springdale, Arkansas, county, Benton County, Arkansas]
-
A.
Benton County, Arkansas
chosen
Benton County, Arkansas is a rapidly growing county in northwest Arkansas known for being home to major cities like Rogers and Bentonville, the headquarters of Walmart.
-
B.
Madison County, Arkansas
Madison County, Arkansas is a rural county in the Ozark Mountains of northwest Arkansas known for its rugged landscape, small communities, and historical ties to former governor Orval Faubus.
-
C.
Washington County, Arkansas
Washington County, Arkansas is a county in the northwest part of the state that includes the city of Fayetteville and is part of the rapidly growing Northwest Arkansas region.
-
D.
Pike County, Arkansas
Pike County, Arkansas is a rural county in southwestern Arkansas known for its natural resources, outdoor recreation, and the Crater of Diamonds State Park where visitors can search for real diamonds.
-
E.
Saline County, Arkansas
Saline County, Arkansas is a central Arkansas county in the Little Rock metropolitan area, known for its suburban communities, growing population, and mix of residential, commercial, and rural landscapes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ad8b19b7b08190a6188804e99c53e9 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb92135c819093f6d616d3ad28ff |
completed | March 8, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e5044f3c8190969828966b37e729 |
completed | March 14, 2026, 4:33 a.m. |
Created at: March 8, 2026, 3:35 p.m.